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This is a repository for a collection of publicly available educational data mining (EDM) datasets, mainly based on the following survey paper: Mihaescu M C, Popescu P S. Review on publicly available datasets for educational data mining. Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, 2021, 11 (3): e1403.
📝 An awesome Data Science repository to learn and apply for real world problems.
This project explores the ethical challenges surrounding the use of personal data for unintended purposes within data mining. It covers key ethical considerations, real-world misuse cases & proposed solutions, integrating data mining techniques to mitigate misuse risks. The repository includes theoretical research findings in data ethics.
6 Μαΐ 2023 · The data mining process typically involves the following steps: Business Understanding: This step involves understanding the problem that needs to be solved and defining the objectives of the data mining project.
2 Φεβ 2024 · Guided by the principles of science and technology, data mining is a strategic process designed to uncover patterns, correlations, and trends beneath the informational surface. In this article,...
What is Data Mining? Data mining is the process of using statistical analysis and machine learning to discover hidden patterns, correlations, and anomalies within large datasets. This information can aid you in decision-making, predictive modeling, and understanding complex phenomena. How It Works.
6 Φεβ 2020 · Data mining is a step in the knowledge discovery in databases process consisting of applying data analysis and discovery algorithms that, under acceptable computational efficiency limitations, produce a particular enumeration of patterns over the data….. [1].
